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Loans - Schedule of Recorded Investment in Criticized Loans by Class and Credit Quality Indicator (Details) - USD ($)
$ in Thousands
Sep. 30, 2017
Dec. 31, 2016
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment $ 7,502,387 $ 5,416,750
Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 2,758,551 1,834,445
Land acquisition & development    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 352,168 208,512
Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 234,051 147,896
Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 117,017 125,589
Total construction loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 703,236 481,997
Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 1,499,027 1,027,393
Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 160,297 170,248
Total real estate loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 5,121,111 3,514,083
Indirect consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 788,785 752,409
Other consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 177,590 148,087
Credit card    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 72,209 69,770
Total consumer loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 1,038,584 970,266
Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 1,186,207 797,942
Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 152,681 132,858
Other Assets Especially Mentioned    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 147,121 163,581
Other Assets Especially Mentioned | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 79,921 85,292
Other Assets Especially Mentioned | Land acquisition & development    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 5,425 13,414
Other Assets Especially Mentioned | Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 3,690 412
Other Assets Especially Mentioned | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 2,564 1,555
Other Assets Especially Mentioned | Total construction loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 11,679 15,381
Other Assets Especially Mentioned | Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 4,607 5,038
Other Assets Especially Mentioned | Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 1,212 3,831
Other Assets Especially Mentioned | Total real estate loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 97,419 109,542
Other Assets Especially Mentioned | Indirect consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 660 778
Other Assets Especially Mentioned | Other consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 458 681
Other Assets Especially Mentioned | Total consumer loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 1,118 1,459
Other Assets Especially Mentioned | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 43,365 46,402
Other Assets Especially Mentioned | Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 5,219 6,178
Substandard    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 239,326 172,325
Substandard | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 107,791 85,293
Substandard | Land acquisition & development    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 13,818 6,214
Substandard | Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 2,201 1,621
Substandard | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 3,842 6,344
Substandard | Total construction loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 19,861 14,179
Substandard | Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 11,664 12,472
Substandard | Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 23,574 17,813
Substandard | Total real estate loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 162,890 129,757
Substandard | Indirect consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 2,116 1,527
Substandard | Other consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 849 1,036
Substandard | Total consumer loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 2,965 2,563
Substandard | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 61,612 29,281
Substandard | Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 11,859 10,724
Doubtful    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 36,142 36,336
Doubtful | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 12,025 10,842
Doubtful | Land acquisition & development    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 1,597 1,401
Doubtful | Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 0 656
Doubtful | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 3,747 664
Doubtful | Total construction loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 5,344 2,721
Doubtful | Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 1,039 764
Doubtful | Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 0 0
Doubtful | Total real estate loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 18,408 14,327
Doubtful | Indirect consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 120 101
Doubtful | Other consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 140 264
Doubtful | Total consumer loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 260 365
Doubtful | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 16,495 21,240
Doubtful | Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 979 404
Total Criticized Loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 422,589 372,242
Total Criticized Loans | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 199,737 181,427
Total Criticized Loans | Land acquisition & development    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 20,840 21,029
Total Criticized Loans | Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 5,891 2,689
Total Criticized Loans | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 10,153 8,563
Total Criticized Loans | Total construction loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 36,884 32,281
Total Criticized Loans | Residential    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 17,310 18,274
Total Criticized Loans | Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 24,786 21,644
Total Criticized Loans | Total real estate loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 278,717 253,626
Total Criticized Loans | Indirect consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 2,896 2,406
Total Criticized Loans | Other consumer    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 1,447 1,981
Total Criticized Loans | Total consumer loans    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 4,343 4,387
Total Criticized Loans | Commercial    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment 121,472 96,923
Total Criticized Loans | Agricultural    
Loans and Leases Receivable Recorded Investment, Criticized Loans [Line Items]    
Loans held for investment $ 18,057 $ 17,306